| // |
| // Copyright © 2020 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "armnnOnnxParser/IOnnxParser.hpp" |
| #include "ParserPrototxtFixture.hpp" |
| |
| TEST_SUITE("OnnxParser_Flatter") |
| { |
| struct FlattenMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| FlattenMainFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| output: "Output" |
| name: "flatten" |
| op_type: "Flatten" |
| attribute { |
| name: "axis" |
| i: 2 |
| type: INT |
| } |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 4 |
| } |
| dim { |
| dim_value: 9 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct FlattenDefaultAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| FlattenDefaultAxisFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| output: "Output" |
| name: "flatten" |
| op_type: "Flatten" |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 18 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct FlattenAxisZeroFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| FlattenAxisZeroFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| output: "Output" |
| name: "flatten" |
| op_type: "Flatten" |
| attribute { |
| name: "axis" |
| i: 0 |
| type: INT |
| } |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 1 |
| } |
| dim { |
| dim_value: 36 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct FlattenNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| FlattenNegativeAxisFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| output: "Output" |
| name: "flatten" |
| op_type: "Flatten" |
| attribute { |
| name: "axis" |
| i: -1 |
| type: INT |
| } |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 12 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct FlattenInvalidNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| { |
| FlattenInvalidNegativeAxisFixture(const std::string& dataType) |
| { |
| m_Prototext = R"( |
| ir_version: 3 |
| producer_name: "CNTK" |
| producer_version: "2.5.1" |
| domain: "ai.cntk" |
| model_version: 1 |
| graph { |
| name: "CNTKGraph" |
| input { |
| name: "Input" |
| type { |
| tensor_type { |
| elem_type: )" + dataType + R"( |
| shape { |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 2 |
| } |
| dim { |
| dim_value: 3 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| node { |
| input: "Input" |
| output: "Output" |
| name: "flatten" |
| op_type: "Flatten" |
| attribute { |
| name: "axis" |
| i: -5 |
| type: INT |
| } |
| } |
| output { |
| name: "Output" |
| type { |
| tensor_type { |
| elem_type: 1 |
| shape { |
| dim { |
| dim_value: 12 |
| } |
| dim { |
| dim_value: 3 |
| } |
| } |
| } |
| } |
| } |
| } |
| opset_import { |
| version: 7 |
| })"; |
| } |
| }; |
| |
| struct FlattenValidFixture : FlattenMainFixture |
| { |
| FlattenValidFixture() : FlattenMainFixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct FlattenDefaultValidFixture : FlattenDefaultAxisFixture |
| { |
| FlattenDefaultValidFixture() : FlattenDefaultAxisFixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct FlattenAxisZeroValidFixture : FlattenAxisZeroFixture |
| { |
| FlattenAxisZeroValidFixture() : FlattenAxisZeroFixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct FlattenNegativeAxisValidFixture : FlattenNegativeAxisFixture |
| { |
| FlattenNegativeAxisValidFixture() : FlattenNegativeAxisFixture("1") { |
| Setup(); |
| } |
| }; |
| |
| struct FlattenInvalidFixture : FlattenMainFixture |
| { |
| FlattenInvalidFixture() : FlattenMainFixture("10") { } |
| }; |
| |
| struct FlattenInvalidAxisFixture : FlattenInvalidNegativeAxisFixture |
| { |
| FlattenInvalidAxisFixture() : FlattenInvalidNegativeAxisFixture("1") { } |
| }; |
| |
| TEST_CASE_FIXTURE(FlattenValidFixture, "ValidFlattenTest") |
| { |
| RunTest<2>({{"Input", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| {{"Output", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(FlattenDefaultValidFixture, "ValidFlattenDefaultTest") |
| { |
| RunTest<2>({{"Input", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| {{"Output", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(FlattenAxisZeroValidFixture, "ValidFlattenAxisZeroTest") |
| { |
| RunTest<2>({{"Input", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| {{"Output", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(FlattenNegativeAxisValidFixture, "ValidFlattenNegativeAxisTest") |
| { |
| RunTest<2>({{"Input", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| {{"Output", |
| { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| } |
| |
| TEST_CASE_FIXTURE(FlattenInvalidFixture, "IncorrectDataTypeFlatten") |
| { |
| CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| } |
| |
| TEST_CASE_FIXTURE(FlattenInvalidAxisFixture, "IncorrectAxisFlatten") |
| { |
| CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| } |
| |
| } |